machine-learning × 391
classification × 237
neural-networks × 186
nlp × 178
clustering × 140
optimization × 136
rbm × 121
lda × 114
regression × 101
python × 97
bayesian × 69
transcription × 65
data-mining × 64
sampling × 60
data × 53
statistics × 49
dbn × 42
evaluation × 37
prediction × 37
references × 36
training × 32
inference × 30
gibbs-sampling × 29
dirichlet × 26
random-forests × 25
decision-trees × 23
large-scale × 22
parsing × 22
mcmc × 21
ensemble × 19
dirichlet-process × 18
estimation × 18
weights × 18
distribution × 17
gaussian × 17
high-dimensional × 17
hyperparameters × 16
variational-inference × 16
bias × 13
linear-regression × 13
gibbs × 12
accuracy × 11
contrastive-divergence × 11
gaussian-processes × 11
particle-filter × 11
precision × 11
representation × 11
dimensionality × 10
monte-carlo × 10
rectified-linear-units × 10
bagging × 9
noise × 9
speech × 9
test-set × 9
kmeans × 8
latent-variables × 8
numpy × 8
variational × 8
pretraining × 7
recall × 7
social-networks × 7
speech-recognition × 7
annotation × 6
bayesian-nonparametric × 6
posterior × 6
validation-data × 6
density-estimation × 5
labeled-data × 4
wishart × 4
approximate-inference × 3
importance-sampling × 3
joint-prediction × 3
normal-wishart × 3
threshold × 3
blocked × 2
dirichlet_process_mixture × 2
power-law × 2
semi-crf × 2
sensing × 2
topology × 2
compressed × 1
compressive × 1
confidence-level × 1
empirical × 1
exploratory-data-analysis × 1
factorial-crf × 1
implementation. × 1
log-transform × 1
power-analysis × 1
proportion × 1
sequential-testing × 1
t-distribution × 1
transduction × 1